DATA & ANALYSIS
Data & Analysis 5 Chapters • Self-paced

AI-Powered Data Analysis & SQL Automation

Build safe SQL generation systems, automate Pandas workflows for custom spreadsheet reports, and compile executive PDF dashboards directly using private local databases.

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Course Syllabus

1

1. Secure SQL Query Generation and Injection Blockers

Focus: Secure SQL query generation and preventing injection in LLM pipelines

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2

2. Automating Pandas Code Execution for Excel Reports

Focus: Automating pandas code generation and execution for Excel reports

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3

3. Auto-Generating Executive PDF Dashboards with AI

Focus: Auto-generating executive PDF reports and dashboards with AI summaries

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4

4. Building Local SQL RAG layers with private databases

Focus: Building local SQL RAG layers using private databases

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5

5. Storing Unstructured Agent Logs in SQL

Focus: How to design structured database schemas for storing unstructured model logs

Study Lesson